Scholar
Yige Peng
Google Scholar ID: GvFunmwAAAAJ
University of Sydney, Shanghai Jiao Tong University
Medical Image Analysis
Radiomics
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Citations & Impact
All-time
Citations
242
H-index
9
i10-index
8
Publications
15
Co-authors
7
list available
Publications
5 items
$Δ$Representation: Geometry Supervised Representation Learning of Phenotypes via Counterfactual Reasoning for Medical VLMs
2026
Cited
0
Geometry-Supervised Visual Representation Learning for Multi-Phenotype Lesion Interpretation in Medical VLMs
2026
Cited
0
ImProNCDE: Impulse-Corrected Neural Controlled Differential Equations with Prototype Learning for Longitudinal Prognosis Prediction
2026
Cited
0
EasyLens: A Training-Free Plug-and-Play Subtle-Lesion Representation Amplifier for Medical Vision-Language Models
2026
Cited
0
HyperWalker: Dynamic Hypergraph-Based Deep Diagnosis for Multi-Hop Clinical Modeling across EHR and X-Ray in Medical VLMs
2026
Cited
0
Co-authors
6 total
Lei Bi
the University of Sydney; Shanghai Jiao Tong University
Jinman Kim
School of Computer Science, University of Sydney
David Dagan Feng
The University of Sydney
Yuxin Xue
The university of Sdyney
Mingyuan Meng
The University of Sydney; Shanghai Jiao Tong University
Ashnil Kumar
Lead ML Engineer, Harrison.ai; Honorary Lecturer, Biomedical Engineering, Sydney Uni
